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National Aeronautics and Space Administration (NASA) | Greenbelt, Maryland | United States | about 1 month ago
properties, and their vertical distribution on a global scale. This project will focus on developing a strategy to best utilize this data in a global atmospheric data assimilation framework. Activities that
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Your Job To make reliable predictions and analyses of air pollution, data assimilation methods, which integrate observational data into model simulation to update the model state and the underlying
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expected: o hydrological and/or land surface models o calibration and/or data assimilation o satellite geodetic and/or Earth Observation (EO) data processing o meteorological/hydrological data processing
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, but are not limited to, stochastic partial differential equations, optimal transport, gradient flows, uncertainty quantification, model order reduction, data assimilation, optimal control, and their
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, optimal transport, gradient flows, uncertainty quantification, model order reduction, data assimilation, optimal control, and their applications. The successful applicant is expected to complement the
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as machine learning and data assimilation via cryospheric models. A main focus of this work is snow and glaciers in the mountains around the globe. Candidates with relevant prior research experience
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classrooms with acceptable average outcomes but large inclusion disparities, and will investigate whether high-disparity classrooms are associated with assimilation pressure, masking and a reduced sense of
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(satellite) earth observation (e.g., radiative transfer modelling, data-driven (ML/DL) modelling, time-series, data assimilation), and willingness to delve deeper into these topics. Good programming skills
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quantitative (satellite) earth observation analysis tools (e.g., optics and radiative transfer, time-series analysis, data assimilation, big data handling), and willingness to delve deeper into these